Skip to main content
Log in

Pulmonary Toxicity Associated with Immune Checkpoint Inhibitors-Based Therapy: Current Perspectives and Future Directions

  • Systematic Review
  • Published:
Drug Safety Aims and scope Submit manuscript

Abstract

Immune checkpoint inhibitors (ICIs) have shown efficacy in tumor therapy. However, the risk of pulmonary toxicity from ICI-based treatment regimens remains unknown. We searched multiple databases and clinical trial websites from January 2015 to December 2021 and summarized the pulmonary toxicity profile and risk ranking of ICI-based treatments in cancer patients. We included a Phase III randomized clinical trial (RCT) in which the treatment group received at least one ICI and experienced pulmonary adverse events (PAEs). Our study, which included 104 RCTs, found the highest incidence of grades 1–2 and 3–5 treatment-associated PAEs (Tr-PAEs) in programmed death 1 (PD-1)+ chemotherapy and PD-1+ cytotoxic T lymphocyte-associated antigen 4 (CTLA-4), respectively. The first incidence rates of grades 1–2 and 3–5 immune-mediated PAEs (Im-PAEs) were PD1+CTLA-4+ chemotherapy and PD-L1 + CTLA4, respectively. Cytotoxic T lymphocyte-associated antigen 4 + chemotherapy regimen and PD-L1+ targeted therapy drug (TTD)+ chemotherapy regimen had the highest risk of developing grades 1–2 and 3–5 Tr-PAEs. Programmed death-L1+ CTLA-4 has a higher risk of grade 3–5 Tr-PAEs than PD-L1. The risk of grade 1–2 pulmonary toxicity was significantly different in the high-dose and low-dose groups of nivolumab and atezolizumab. Nivolumab and atezolizumab induced dose-dependent grade 1–2 pulmonary toxicity. Among single-agent regimens, PD-1 showed the greatest grade 1–2 pulmonary toxicity. Programmed death-L1+ TTD+ chemotherapy showed the greatest grade 3–5 pulmonary toxicity in combination therapy. PD-L1+ TTD+ chemotherapy was associated with a higher risk of grade 3–5 Tr-PAEs and a lower risk of Im-PAEs. We recommend a targeted approach to managing PAE.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  1. Li X, Shao C, Shi Y, Han W. Lessons learned from the blockade of immune checkpoints in cancer immunotherapy. J Hematol Oncol. 2018;11(1):31.

    Article  PubMed  PubMed Central  Google Scholar 

  2. Thompson JA, Schneider BJ, Brahmer J, Andrews S, Armand P, Bhatia S, Budde LE, Costa L, Davies M, Dunnington D, et al. NCCN Guidelines Insights: management of immunotherapy-related toxicities, Version 1.2020. J Natl Compr Canc Netw. 2020;18(3):230–41.

    Article  CAS  PubMed  Google Scholar 

  3. Hodi FS, O’Day SJ, McDermott DF, Weber RW, Sosman JA, Haanen JB, Gonzalez R, Robert C, Schadendorf D, Hassel JC, et al. Improved survival with ipilimumab in patients with metastatic melanoma. N Engl J Med. 2010;363(8):711–23.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Gadgeel SM, Stevenson JP, Langer CJ, Gandhi L, Borghaei H, Patnaik A, Villaruz LC, Gubens M, Hauke R, Yang JC, et al. Pembrolizumab and platinum-based chemotherapy as first-line therapy for advanced non-small-cell lung cancer: phase 1 cohorts from the KEYNOTE-021 study. Lung Cancer. 2018;125:273–81.

    Article  PubMed  Google Scholar 

  5. Nayak L, Iwamoto FM, LaCasce A, Mukundan S, Roemer MGM, Chapuy B, Armand P, Rodig SJ, Shipp MA. PD-1 blockade with nivolumab in relapsed/refractory primary central nervous system and testicular lymphoma. Blood. 2017;129(23):3071–3.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. Seidel JA, Otsuka A, Kabashima K. Anti-PD-1 and anti-CTLA-4 therapies in cancer: mechanisms of action, efficacy, and limitations. Front Oncol. 2018;8:86.

    Article  PubMed  PubMed Central  Google Scholar 

  7. Kumar V, Chaudhary N, Garg M, Floudas CS, Soni P, Chandra AB. Current diagnosis and management of immune related adverse events (irAEs) induced by immune checkpoint inhibitor therapy. Front Pharmacol. 2017;8:49.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. Puzanov I, Diab A, Abdallah K, Bingham CO 3rd, Brogdon C, Dadu R, Hamad L, Kim S, Lacouture ME, LeBoeuf NR, et al. Managing toxicities associated with immune checkpoint inhibitors: consensus recommendations from the Society for Immunotherapy of Cancer (SITC) Toxicity Management Working Group. J Immunother Cancer. 2017;5(1):95.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  9. Gandhi L, Rodríguez-Abreu D, Gadgeel S, Esteban E, Felip E, De Angelis F, Domine M, Clingan P, Hochmair MJ, Powell SF, et al. Pembrolizumab plus chemotherapy in metastatic non-small-cell lung cancer. N Engl J Med. 2018;378(22):2078–92.

    Article  CAS  PubMed  Google Scholar 

  10. Rini BI, Plimack ER, Stus V, Gafanov R, Hawkins R, Nosov D, Pouliot F, Alekseev B, Soulières D, Melichar B, et al. Pembrolizumab plus axitinib versus sunitinib for advanced renal-cell carcinoma. N Engl J Med. 2019;380(12):1116–27.

    Article  CAS  PubMed  Google Scholar 

  11. Makker V, Rasco D, Vogelzang NJ, Brose MS, Cohn AL, Mier J, Di Simone C, Hyman DM, Stepan DE, Dutcus CE, et al. Lenvatinib plus pembrolizumab in patients with advanced endometrial cancer: an interim analysis of a multicentre, open-label, single-arm, phase 2 trial. Lancet Oncol. 2019;20(5):711–8.

    Article  CAS  PubMed  Google Scholar 

  12. Moher D, Liberati A, Tetzlaff J, Altman DG. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. PLoS Med. 2009;6(7): e1000097.

    Article  PubMed  PubMed Central  Google Scholar 

  13. Barendregt JJ, Doi SA, Lee YY, Norman RE, Vos T. Meta-analysis of prevalence. J Epidemiol Community Health. 2013;67(11):974–8.

    Article  PubMed  Google Scholar 

  14. Gelman A, Rubin DB. Markov chain Monte Carlo methods in biostatistics. Stat Methods Med Res. 1996;5(4):339–55.

    Article  CAS  PubMed  Google Scholar 

  15. Brooks SP, Gelman A. General methods for monitoring convergence of iterative simulations. J Comput Graph Stat. 1998;7(4):434–55.

    Google Scholar 

  16. Salanti G, Ades AE, Ioannidis JP. Graphical methods and numerical summaries for presenting results from multiple-treatment meta-analysis: an overview and tutorial. J Clin Epidemiol. 2011;64(2):163–71.

    Article  PubMed  Google Scholar 

  17. Hong H, Wang C, Rosner GL. Meta-analysis of rare adverse events in randomized clinical trials: Bayesian and frequentist methods. Clin Trials. 2021;18(1):3–16.

    Article  PubMed  Google Scholar 

  18. Lu G, Ades AE. Assessing evidence inconsistency in mixed treatment comparisons. J Am Stat Assoc. 2006;101(474):447–59.

    Article  CAS  Google Scholar 

  19. Dias S, Welton NJ, Caldwell DM, Ades AE. Checking consistency in mixed treatment comparison meta-analysis. Stat Med. 2010;29(7–8):932–44.

    Article  CAS  PubMed  Google Scholar 

  20. Sterne JA, Sutton AJ, Ioannidis JP, Terrin N, Jones DR, Lau J, Carpenter J, Rücker G, Harbord RM, Schmid CH, et al. Recommendations for examining and interpreting funnel plot asymmetry in meta-analyses of randomised controlled trials. BMJ. 2011;343: d4002.

    Article  PubMed  Google Scholar 

  21. Salanti G, Del Giovane C, Chaimani A, Caldwell DM, Higgins JP. Evaluating the quality of evidence from a network meta-analysis. PLoS One. 2014;9(7): e99682.

    Article  PubMed  PubMed Central  Google Scholar 

  22. Wang Y, Zhou S, Yang F, Qi X, Wang X, Guan X, Shen C, Duma N, Vera Aguilera J, Chintakuntlawar A, et al. Treatment-related adverse events of PD-1 and PD-L1 inhibitors in clinical trials: a systematic review and meta-analysis. JAMA Oncol. 2019;5(7):1008–19.

    Article  PubMed  PubMed Central  Google Scholar 

  23. Yu X, Zhang X, Yao T, Zhang Y, Zhang Y. Fatal adverse events associated with immune checkpoint inhibitors in non-small cell lung cancer: a systematic review and meta-analysis. Front Med (Lausanne). 2021;8: 627089.

    Article  PubMed  Google Scholar 

  24. Wu J, Hong D, Zhang X, Lu X, Miao J. PD-1 inhibitors increase the incidence and risk of pneumonitis in cancer patients in a dose-independent manner: a meta-analysis. Sci Rep. 2017;7:44173.

    Article  PubMed  PubMed Central  Google Scholar 

  25. Peng J, Hamanishi J, Matsumura N, Abiko K, Murat K, Baba T, Yamaguchi K, Horikawa N, Hosoe Y, Murphy SK, et al. Chemotherapy Induces programmed cell death-ligand 1 overexpression via the nuclear factor-κB to foster an immunosuppressive tumor microenvironment in ovarian cancer. Cancer Res. 2015;75(23):5034–45.

    Article  CAS  PubMed  Google Scholar 

  26. Gao L, Yang X, Yi C, Zhu H. Adverse events of concurrent immune checkpoint inhibitors and antiangiogenic agents: a systematic review. Front Pharmacol. 2019;10:1173.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  27. Wan MT, Ming ME: Nivolumab versus ipilimumab in the treatment of advanced melanoma: a critical appraisal: ORIGINAL ARTICLE: Wolchok JD, Chiarion-Sileni V, Gonzalez R et al. Overall survival with combined nivolumab and ipilimumab in advanced melanoma. N Engl J Med 2017; 377:1345-56. Br J Dermatol 2018, 179(2):296–300.

  28. Ramos-Casals M, Brahmer JR, Callahan MK, Flores-Chávez A, Keegan N, Khamashta MA, Lambotte O, Mariette X, Prat A, Suárez-Almazor ME. Immune-related adverse events of checkpoint inhibitors. Nat Rev Dis Primers. 2020;6(1):38.

    Article  PubMed  PubMed Central  Google Scholar 

  29. Long K, Suresh K. Pulmonary toxicity of systemic lung cancer therapy. Respirology. 2020;25(Suppl 2):72–9.

    Article  PubMed  Google Scholar 

  30. Fife BT, Bluestone JA. Control of peripheral T-cell tolerance and autoimmunity via the CTLA-4 and PD-1 pathways. Immunol Rev. 2008;224:166–82.

    Article  CAS  PubMed  Google Scholar 

  31. Wolchok JD, Chiarion-Sileni V, Gonzalez R, Rutkowski P, Grob JJ, Cowey CL, Lao CD, Wagstaff J, Schadendorf D, Ferrucci PF, et al. Overall survival with combined nivolumab and ipilimumab in advanced melanoma. N Engl J Med. 2017;377(14):1345–56.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  32. Shoushtari AN, Friedman CF, Navid-Azarbaijani P, Postow MA, Callahan MK, Momtaz P, Panageas KS, Wolchok JD, Chapman PB. Measuring toxic effects and time to treatment failure for nivolumab plus ipilimumab in melanoma. JAMA Oncol. 2018;4(1):98–101.

    Article  PubMed  Google Scholar 

  33. Larkin J, Hodi FS, Wolchok JD. Combined nivolumab and ipilimumab or monotherapy in untreated melanoma. N Engl J Med. 2015;373(13):1270–1.

    Article  PubMed  Google Scholar 

  34. Postow MA, Chesney J, Pavlick AC, Robert C, Grossmann K, McDermott D, Linette GP, Meyer N, Giguere JK, Agarwala SS, et al. Nivolumab and ipilimumab versus ipilimumab in untreated melanoma. N Engl J Med. 2015;372(21):2006–17.

    Article  PubMed  PubMed Central  Google Scholar 

  35. Nishino M, Sholl LM, Hodi FS, Hatabu H, Ramaiya NH. Anti-PD-1-related pneumonitis during cancer immunotherapy. N Engl J Med. 2015;373(3):288–90.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  36. Sun YM, Li W, Chen ZY, Wang Y. Risk of pneumonitis associated with immune checkpoint inhibitors in melanoma: a systematic review and network meta-analysis. Front Oncol. 2021;11: 651553.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  37. Zhang W, Gu J, Bian C, Huang G. Immune-related adverse events associated with immune checkpoint inhibitors for advanced non-small cell lung cancer: a network meta-analysis of randomized clinical trials. Front Pharmacol. 2021;12: 686876.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  38. Liu X, Shi Y, Zhang D, Zhou Q, Liu J, Chen M, Xu Y, Zhao J, Zhong W, Wang M. Risk factors for immune-related adverse events: what have we learned and what lies ahead? Biomark Res. 2021;9(1):79.

    Article  PubMed  PubMed Central  Google Scholar 

  39. Kubo K, Azuma A, Kanazawa M, Kameda H, Kusumoto M, Genma A, Saijo Y, Sakai F, Sugiyama Y, Tatsumi K, et al. Consensus statement for the diagnosis and treatment of drug-induced lung injuries. Respir Investig. 2013;51(4):260–77.

    Article  PubMed  Google Scholar 

  40. EGFR-TKI ADR Management Chinese Expert Consensus. Zhongguo Fei Ai Za Zhi 2019, 22(2):57–81.

  41. Brahmer JR, Lacchetti C, Schneider BJ, Atkins MB, Brassil KJ, Caterino JM, Chau I, Ernstoff MS, Gardner JM, Ginex P, et al. Management of immune-related adverse events in patients treated with immune checkpoint inhibitor therapy: American Society of Clinical Oncology Clinical Practice Guideline. J Clin Oncol. 2018;36(17):1714–68.

    Article  CAS  PubMed  Google Scholar 

  42. Della Corte CM, Morgillo F. Early use of steroids affects immune cells and impairs immunotherapy efficacy. ESMO Open. 2019;4(1): e000477.

    Article  PubMed  PubMed Central  Google Scholar 

  43. Pan EY, Merl MY, Lin K. The impact of corticosteroid use during anti-PD1 treatment. J Oncol Pharm Pract. 2020;26(4):814–22.

    Article  CAS  PubMed  Google Scholar 

  44. Johkoh T, Lee KS, Nishino M, Travis WD, Ryu JH, Lee HY, Ryerson CJ, Franquet T, Bankier AA, Brown KK, et al. Chest CT Diagnosis and clinical management of drug-related pneumonitis in patients receiving molecular targeting agents and immune checkpoint inhibitors: a position paper from the Fleischner Society. Chest. 2021;159(3):1107–25.

    Article  CAS  PubMed  Google Scholar 

  45. Sears CR, Peikert T, Possick JD, Naidoo J, Nishino M, Patel SP, Camus P, Gaga M, Garon EB, Gould MK, et al. Knowledge gaps and research priorities in immune checkpoint inhibitor-related pneumonitis. An Official American Thoracic Society Research Statement. Am J Respir Crit Care Med. 2019;200(6):e31–43.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  46. Kowalski B, Valaperti A, Bezel P, Steiner UC, Scholtze D, Wieser S, Vonow-Eisenring M, Widmer A, Kohler M, Franzen D. Analysis of cytokines in serum and bronchoalveolar lavage fluid in patients with immune-checkpoint inhibitor-associated pneumonitis: a cross-sectional case-control study. J Cancer Res Clin Oncol. 2022;148(7):1711–20.

    Article  CAS  PubMed  Google Scholar 

  47. Meyer KC, Raghu G, Baughman RP, Brown KK, Costabel U, du Bois RM, Drent M, Haslam PL, Kim DS, Nagai S, et al. An official American Thoracic Society clinical practice guideline: the clinical utility of bronchoalveolar lavage cellular analysis in interstitial lung disease. Am J Respir Crit Care Med. 2012;185(9):1004–14.

    Article  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jing Yang.

Ethics declarations

Conflict of interest

The authors declare that they have no competing interests.

Funding

This study was supported by the Joint Funds for the Innovation of Science and Technology, Fujian Province (Grant no. 2018Y9045), the Key Project for Youth Academic Talents from the Health and Family Planning Commission of Fujian Province (Grant no. 2019-ZQN-39) and the Startup Fund for Scientific Research, Fujian Medical University (Grant number: 2020QH1346). The funder had no role in the design of the study; collection, analysis, and interpretation of data; and in writing the manuscript.

Authors contributions

BH, JZ, BD, CZ, RC, and JY conceptualized and designed the study. BH, JZ, CZ, RC, JY acquired, analyzed, and interpreted the data. BH and JZ drafted the manuscript. All authors contributed to critical revision of the manuscript for important intellectual content. BH, JZ, and RN performed statistical analysis. JY, CZ obtained funding. BH, JZ, and JY provided administrative, technical, or material support. JY supervised the study. All authors read and approved the final manuscript.

Data availability

All data generated or analyzed during this study are included in this published article and its supplementary information files. Further inquiries can be directed to the corresponding author.

Code availability

Not applicable.

Ethics approval

Not applicable.

Consent to publish

Not applicable.

Consent to participate

Not applicable.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (PDF 6959 kb)

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hong, B., Zheng, J., Chen, R. et al. Pulmonary Toxicity Associated with Immune Checkpoint Inhibitors-Based Therapy: Current Perspectives and Future Directions. Drug Saf 46, 1313–1322 (2023). https://doi.org/10.1007/s40264-023-01357-6

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40264-023-01357-6

Navigation